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C
Limited view
73/100
1 month ago

GeoSight MCP Server

Production-ready satellite imagery analysis server that enables natural language queries for Earth observation data, including land cover classification, vegetation monitoring, water detection, change detection, and automated environmental reporting.

→ armaasinghn/geosight-mcp· listed on glama

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Limited view: static analysis for Python is partially covered.

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Who stands behind it

armaasinghn

Source: Glama

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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configGEOSIGHT_API_URL
configSERVER_MODE
configSERVER_HOST
configSERVER_PORT
configSENTINEL_HUB_CLIENT_ID"": "your-client-id",
configSENTINELHUB
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

6/6 tools missing one or more hints — search_imagery (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); calculate_ndvi (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); calculate_ndwi (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +3 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tests exist

No test files found

Add tests that exercise each declared tool.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/armaasinghn-geosight-mcp-1udfe4)](https://m8ven.ai/mcp/armaasinghn-geosight-mcp-1udfe4)
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commit: 0cc6911b17f86ecc9dfc2776c9f6157f5fd6b2f7
code hash: ba6d837bafcb7f65f7cac24cada5a8d9c10766085c55ab4670bdab59138e3c5d
verified: 6/24/2026, 10:32:21 AM
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